Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559867
J. Lo
Software reliability prediction models is very helpful for developers and testers to know the phase in which corrective action need to be performed in order to achieve target reliability estimate. In this paper, an SVM-based model for software reliability forecasting is proposed. Support vector machine (SVM) is a new method based on statistical learning theory. It has been successfully used to solve nonlinear regression and time series problems. However, SVM has rarely been applied to software reliability prediction. In addition, the parameters of SVM are determined by Genetic Algorithm (GA). It is also demonstrated that only recent failure data is enough for model training. This feature that the model does not use all available failure data enables software developers and testers to obtain general ideas about software reliability in the early phase of testing process. Two types of model input data selection in the literature are employed to illustrate the performances of various prediction models. Empirical results show that the proposed model is more precise in its reliability prediction and is less dependent on the size of failure data comparing with the other forecasting models.
{"title":"A study of applying support vector machine and Genetic Algorithm to software reliability forecasting","authors":"J. Lo","doi":"10.1109/ICEIE.2010.5559867","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559867","url":null,"abstract":"Software reliability prediction models is very helpful for developers and testers to know the phase in which corrective action need to be performed in order to achieve target reliability estimate. In this paper, an SVM-based model for software reliability forecasting is proposed. Support vector machine (SVM) is a new method based on statistical learning theory. It has been successfully used to solve nonlinear regression and time series problems. However, SVM has rarely been applied to software reliability prediction. In addition, the parameters of SVM are determined by Genetic Algorithm (GA). It is also demonstrated that only recent failure data is enough for model training. This feature that the model does not use all available failure data enables software developers and testers to obtain general ideas about software reliability in the early phase of testing process. Two types of model input data selection in the literature are employed to illustrate the performances of various prediction models. Empirical results show that the proposed model is more precise in its reliability prediction and is less dependent on the size of failure data comparing with the other forecasting models.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122564162","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559808
Amin Younesi Sinaki, Shakiba Feizabadi, B. Maleki
Robot drivers are used in motor testing and research institutions. They can be used in determining velocity and they can keep velocity fixed in a specific cycle. This command is done by man or motor cycle software programs present research is focused on control system of throttle pedal, which is known as cruise control system. In present system the Operator gives the command of velocity to the first software program and the first software sends it to the second software via network communication. For example the first program can be in control room and the second one in a computer in the automobile, the second computer is connected to micro controller by parallel and series ports. Micro controller is connected to DC motor which is connected to axle Link that pushes pedal directly. Our purpose is displacement of this axle link by Dc motor in order to control throttle pedal. The second program receives velocity quantity and uses fuzzy controller to determine displacement of the link which is connected to pedal to gain determined velocity. present control system will be installed in the second program. Then second program sends displacement value to microcontroller. Micro controller determines and sends required voltage for desirable displacement of link to motor.
{"title":"Design fuzzy control system for robot drivers","authors":"Amin Younesi Sinaki, Shakiba Feizabadi, B. Maleki","doi":"10.1109/ICEIE.2010.5559808","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559808","url":null,"abstract":"Robot drivers are used in motor testing and research institutions. They can be used in determining velocity and they can keep velocity fixed in a specific cycle. This command is done by man or motor cycle software programs present research is focused on control system of throttle pedal, which is known as cruise control system. In present system the Operator gives the command of velocity to the first software program and the first software sends it to the second software via network communication. For example the first program can be in control room and the second one in a computer in the automobile, the second computer is connected to micro controller by parallel and series ports. Micro controller is connected to DC motor which is connected to axle Link that pushes pedal directly. Our purpose is displacement of this axle link by Dc motor in order to control throttle pedal. The second program receives velocity quantity and uses fuzzy controller to determine displacement of the link which is connected to pedal to gain determined velocity. present control system will be installed in the second program. Then second program sends displacement value to microcontroller. Micro controller determines and sends required voltage for desirable displacement of link to motor.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117327447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559791
Chantarat Kingsaeng, Suttisak Nayakovit
The Tropical cyclone is a natural phenomenon that created disaster on lives and property in every continent of the world is much. We will be better. If we can predict the tropical cyclone occurrence of correctly and accurately. Prepare for evacuation of population in other areas through the tropical cyclone motion. Especially in coastal areas. Will harm most of the wave water blow into, so we purpose to solve these problems with Intelligence Fluid Algorithm and prediction of the tropical cyclone using the principles of Fuzzy the reliability and accuracy. Up to 97.78% in prediction. The data from the satellite image analysis points to the likelihood of the tropical cyclone occur, which this method can plan to evacuate people in the immediate coastal area.
{"title":"Planning evacuation for citizens in the area of the coastal tropical storm occurrence with Intelligence Fluids Algorithm","authors":"Chantarat Kingsaeng, Suttisak Nayakovit","doi":"10.1109/ICEIE.2010.5559791","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559791","url":null,"abstract":"The Tropical cyclone is a natural phenomenon that created disaster on lives and property in every continent of the world is much. We will be better. If we can predict the tropical cyclone occurrence of correctly and accurately. Prepare for evacuation of population in other areas through the tropical cyclone motion. Especially in coastal areas. Will harm most of the wave water blow into, so we purpose to solve these problems with Intelligence Fluid Algorithm and prediction of the tropical cyclone using the principles of Fuzzy the reliability and accuracy. Up to 97.78% in prediction. The data from the satellite image analysis points to the likelihood of the tropical cyclone occur, which this method can plan to evacuate people in the immediate coastal area.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129140731","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559719
Fuxing Yang, Chuansheng Yan
According to problems caused by limited bandwidth of traditional wireless sensory gateway, such as inferior network performance and low efficiency of communication, this paper comes up with a solution — a wireless sensory gateway based on ZigBee/TD, closely combining ZigBee net with TD-SCDMA net. In the plan of design, the network node transport data to gateway by ZigBee short-range communication technique after collecting them and the gateway send them to control center by TD network from long distance, realizing the highly efficient long-range transport of data. To sum it up, this design satisfies the efficiency and transparency needed for inter-networks data exchange and it can be extended easily.
{"title":"Design of WSN gateway based on ZigBee and TD","authors":"Fuxing Yang, Chuansheng Yan","doi":"10.1109/ICEIE.2010.5559719","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559719","url":null,"abstract":"According to problems caused by limited bandwidth of traditional wireless sensory gateway, such as inferior network performance and low efficiency of communication, this paper comes up with a solution — a wireless sensory gateway based on ZigBee/TD, closely combining ZigBee net with TD-SCDMA net. In the plan of design, the network node transport data to gateway by ZigBee short-range communication technique after collecting them and the gateway send them to control center by TD network from long distance, realizing the highly efficient long-range transport of data. To sum it up, this design satisfies the efficiency and transparency needed for inter-networks data exchange and it can be extended easily.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130391278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559671
Tian Chen
The application of advanced virtual reality technology and product exchange technology is the main process of the virtual prototype for supporting virtual assembly of product life cycle. Taking a typically complex mechanical product – pumps as an example, this paper analyzed the assembly model of mechanical products, built the virtual assembly scene, and applied the DFA and virtual reality technology to implement the virtual assembly, virtual operation and real-time interaction through VRML and Script nodes in the virtual environment. Meanwhile, by applying the method of Bounding Boxes, the collision detection analysis during the process of assembly is completed. It presented a new design and implementation method for developing complex machinery.
{"title":"Virtual assembly of mechanical components and collision detection","authors":"Tian Chen","doi":"10.1109/ICEIE.2010.5559671","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559671","url":null,"abstract":"The application of advanced virtual reality technology and product exchange technology is the main process of the virtual prototype for supporting virtual assembly of product life cycle. Taking a typically complex mechanical product – pumps as an example, this paper analyzed the assembly model of mechanical products, built the virtual assembly scene, and applied the DFA and virtual reality technology to implement the virtual assembly, virtual operation and real-time interaction through VRML and Script nodes in the virtual environment. Meanwhile, by applying the method of Bounding Boxes, the collision detection analysis during the process of assembly is completed. It presented a new design and implementation method for developing complex machinery.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129169596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559706
Suttisak Nayakovit, Khammapun Khantanapoka, Usa Jaritngam
From the current economic climate results in fluctuations of currency exchange rates in all countries. Since the most countries use U.S. Dollar as the reference exchange rate. The exchange rate will change from time to time so variety of factors which affect the exchange rate forecasting in the exchange rates in advance are critical to evaluate for the impact of the economic system of each country. The experimental forecast exchange rates for currency's U.S. Dollar with Great Britain Pounds by using Artificial Neural Networks (ANN) and Meiosis Genetic Algorithms (MGA) with results which are accurate in prediction than other methods about 25–40% which it depend on the accuracy of the information in the past.
{"title":"Prediction exchange rate of USD/GBP with intelligence cyberspace experimental","authors":"Suttisak Nayakovit, Khammapun Khantanapoka, Usa Jaritngam","doi":"10.1109/ICEIE.2010.5559706","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559706","url":null,"abstract":"From the current economic climate results in fluctuations of currency exchange rates in all countries. Since the most countries use U.S. Dollar as the reference exchange rate. The exchange rate will change from time to time so variety of factors which affect the exchange rate forecasting in the exchange rates in advance are critical to evaluate for the impact of the economic system of each country. The experimental forecast exchange rates for currency's U.S. Dollar with Great Britain Pounds by using Artificial Neural Networks (ANN) and Meiosis Genetic Algorithms (MGA) with results which are accurate in prediction than other methods about 25–40% which it depend on the accuracy of the information in the past.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116312436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559733
Jian-Xun Chen, Shih-Li Su, Zong Chen
Usually to finish a complicated task often requires different fields of professionals to contribute his knowledge because no one has the complete knowledge of the task. And if the knowledge is sharing by web pages in internet, users need to visit these pages one by one to grab piece of knowledge we needed on the pages and then integrate it manually. This approach takes lots of effort in searching, retrieving and integrating knowledge. To overcome this issue, we propose an approach to do this task. We first represent knowledge by some ontologies in internet and each of them represents a subdomain knowledge respectively, and then we integrate it through a web service platform. Sharing ontology in internet based on web service provides a simple and flexible manner for knowledge sharing, retrieval and integration. To demonstrate the feasibility of our approach, we use diabetes care as an example to use this system because it needs different professionals to make up a care plan. The result of our research shows, our system can retrieve and integrate diabetes care suggestion from related ontology in internet according to patient's condition. Thus It can reduce the consumption of medical resources while provide consistent care quality at the same time.
{"title":"Sharing and integration of profession ontology by web service - an example of diabetes care","authors":"Jian-Xun Chen, Shih-Li Su, Zong Chen","doi":"10.1109/ICEIE.2010.5559733","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559733","url":null,"abstract":"Usually to finish a complicated task often requires different fields of professionals to contribute his knowledge because no one has the complete knowledge of the task. And if the knowledge is sharing by web pages in internet, users need to visit these pages one by one to grab piece of knowledge we needed on the pages and then integrate it manually. This approach takes lots of effort in searching, retrieving and integrating knowledge. To overcome this issue, we propose an approach to do this task. We first represent knowledge by some ontologies in internet and each of them represents a subdomain knowledge respectively, and then we integrate it through a web service platform. Sharing ontology in internet based on web service provides a simple and flexible manner for knowledge sharing, retrieval and integration. To demonstrate the feasibility of our approach, we use diabetes care as an example to use this system because it needs different professionals to make up a care plan. The result of our research shows, our system can retrieve and integrate diabetes care suggestion from related ontology in internet according to patient's condition. Thus It can reduce the consumption of medical resources while provide consistent care quality at the same time.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124309591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559681
Hyuk-In Kwon, Tae-Sun Chung
Recently, Flash memory is adopted by many devices as it has very useful features. However, it has a critical drawback of “erase-before-write” feature. This problem incurs the unexpected performance degradation. To solve the upper serious disadvantage of flash memory, we require the software layer known as FTL (Flash Translation Layer) and the RAM (Random Access Memory). In this paper, we propose an economic mapping technique that the size of the mapping table is shrunk by a specific calculation. Grouped Block reduces the cost of flash memory and improves the performance by using the optimized mapping table, delaying the merge operation and reducing the number of erase operation. The results of experiments show that the size of the group mapping is more economical than that of block mapping and it demonstrates more improved performance compared to FAST.
{"title":"An efficient mapping technique for flash memory using grouped blocks","authors":"Hyuk-In Kwon, Tae-Sun Chung","doi":"10.1109/ICEIE.2010.5559681","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559681","url":null,"abstract":"Recently, Flash memory is adopted by many devices as it has very useful features. However, it has a critical drawback of “erase-before-write” feature. This problem incurs the unexpected performance degradation. To solve the upper serious disadvantage of flash memory, we require the software layer known as FTL (Flash Translation Layer) and the RAM (Random Access Memory). In this paper, we propose an economic mapping technique that the size of the mapping table is shrunk by a specific calculation. Grouped Block reduces the cost of flash memory and improves the performance by using the optimized mapping table, delaying the merge operation and reducing the number of erase operation. The results of experiments show that the size of the group mapping is more economical than that of block mapping and it demonstrates more improved performance compared to FAST.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128196106","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559804
Zia U H. Saquib, S. Soni
This paper presents a novel scheme for the detection and extraction of sweat pores (categorized as one of the fingerprint level 3 micro features). The proposed scheme seamlessly fuses two distinct methods into a novel model capable of obtaining good results from fingerprint images captured through optical live-scan devices with resolutions ranging from basic 500 dpi (despite the common belief that images obtained at this resolution are not of high enough quality) to 2000ppi. The performance of the presented model is then evaluated over multiple cores, spanning from single core to quad cores. The proposed scheme is successfully tested on publicly available fingerprint datasets, which were scanned with Cross Match Verifier 300 scanner at 500 dpi (pores are quite visible in these samples), as well as on 144 images at 2000ppi resolution. The experimental results clearly show a significant performance gain of 50.91% (32-bit platform) and 79.11% (64-bit platform) for parallelized approach over sequential approach. The performance gain is surely to increase further with few more code optimizations and with increase in the dataset size.
本文提出了一种新的汗孔检测与提取方案(汗孔属于指纹3级微特征之一)。所提出的方案将两种不同的方法无缝融合到一个新的模型中，该模型能够从通过光学实时扫描设备捕获的指纹图像中获得良好的结果，其分辨率范围从基本的500 dpi(尽管人们普遍认为在该分辨率下获得的图像质量不够高)到2000ppi。然后在多个核心上评估所提出模型的性能，从单核到四核。所提出的方案在公开可用的指纹数据集上成功地进行了测试，这些数据集使用Cross Match Verifier 300扫描仪以500 dpi扫描(这些样本中孔隙非常明显)，以及144张分辨率为2000ppi的图像。实验结果清楚地表明，与顺序方法相比，并行方法的性能提高了50.91%(32位平台)和79.11%(64位平台)。随着代码优化和数据集大小的增加，性能的提高肯定会进一步提高。
{"title":"A novel scheme for sweat-pore extraction & performance evaluation on multi-core","authors":"Zia U H. Saquib, S. Soni","doi":"10.1109/ICEIE.2010.5559804","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559804","url":null,"abstract":"This paper presents a novel scheme for the detection and extraction of sweat pores (categorized as one of the fingerprint level 3 micro features). The proposed scheme seamlessly fuses two distinct methods into a novel model capable of obtaining good results from fingerprint images captured through optical live-scan devices with resolutions ranging from basic 500 dpi (despite the common belief that images obtained at this resolution are not of high enough quality) to 2000ppi. The performance of the presented model is then evaluated over multiple cores, spanning from single core to quad cores. The proposed scheme is successfully tested on publicly available fingerprint datasets, which were scanned with Cross Match Verifier 300 scanner at 500 dpi (pores are quite visible in these samples), as well as on 144 images at 2000ppi resolution. The experimental results clearly show a significant performance gain of 50.91% (32-bit platform) and 79.11% (64-bit platform) for parallelized approach over sequential approach. The performance gain is surely to increase further with few more code optimizations and with increase in the dataset size.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132401464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2010-09-02DOI: 10.1109/ICEIE.2010.5559891
S. Khalafinejad, S. Mirian-Hosseinabadi
In this paper, we derive Z input/output data refinement rules, including forwards and backwards rules, for the case in which the retrieve schemas are total functions when viewed as relations from the concrete to abstract variables. In practice, the relation between the abstract and concrete variables is often functional. Therefore, the use of the functional input/output refinement rules will reduce the cost and duration of the software development because the proof of the consistency of the abstract and concrete specifications is more easily demonstrated.
{"title":"Derivation of Z functional input/output refinement proof rules","authors":"S. Khalafinejad, S. Mirian-Hosseinabadi","doi":"10.1109/ICEIE.2010.5559891","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559891","url":null,"abstract":"In this paper, we derive Z input/output data refinement rules, including forwards and backwards rules, for the case in which the retrieve schemas are total functions when viewed as relations from the concrete to abstract variables. In practice, the relation between the abstract and concrete variables is often functional. Therefore, the use of the functional input/output refinement rules will reduce the cost and duration of the software development because the proof of the consistency of the abstract and concrete specifications is more easily demonstrated.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133067556","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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